jmeisele / ml-ops-kafka

Related projects ⓘ

Alternatives and complementary repositories for ml-ops-kafka

• kuutsav / mlops
  Template for data pipelines, ML workflows, API dev and monitoring
  ☆46Updated 10 months ago
• jmeisele / ml-ops
  Get your MLOps (Level 1) platform started and going fast.
  ☆119Updated last year
• MBKraus / incremental_training
  Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
  ☆119Updated last year
• rodrigo-arenas / kafkaml-anomaly-detection
  Project for real-time anomaly detection using Kafka and python
  ☆56Updated last year
• DanilBaibak / ml-in-production
  The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.
  ☆53Updated last year
• ahmedbesbes / anonymization-api
  How to build and deploy an anonymization API with FastAPI and SpaCy
  ☆69Updated 3 years ago
• Jimaras08 / mlops-lab-example-yelp
  MLOps Lab Example using PyTorch to predict Yelp Reviews
  ☆21Updated 3 years ago
• deliveryhero / pyconde2019-airflow-ml-workshop
  PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.
  ☆46Updated last year
• jabertuhin / image-classification-api
  Serving model through api. FastApi + PytorchLightning
  ☆41Updated 8 months ago
• 99sbr / fastapi-template
  Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…
  ☆213Updated 2 years ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆39Updated last year
• jeremyjordan / ml-monitoring
  A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
  ☆226Updated 8 months ago
• jrzaurin / ml-pipeline
  Using Kafka-Python to illustrate a ML production pipeline
  ☆108Updated last year
• bodywork-ml / ml-pipeline-engineering
  Best practices for engineering ML pipelines.
  ☆37Updated 2 years ago
• chiphuyen / metaflow-transformers-tutorials
  Metaflow tutorials for ODSC West 2021
  ☆65Updated 2 years ago
• zademn / mnist-mlops-learning
  In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
  ☆105Updated 3 years ago
• Swiple / swiple
  Swiple enables you to easily observe, understand, validate and improve the quality of your data
  ☆79Updated this week
• FerrariDG / async-ml-inference
  PoC with FastAPI and Celery to ML inference
  ☆90Updated last year
• Peco602 / maternal-health-risk
  Maternal Health Risk prediction MLOps pipeline
  ☆38Updated last year
• kurtispykes / car-evaluation-project
  Evaluating the condition of a vehicle
  ☆41Updated 2 years ago
• ahmedbesbes / mlflow
  Introduction to MLflow with a demo locally and how to set it on AWS
  ☆42Updated 3 years ago
• priceloop / conventions
  ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc
  ☆102Updated 2 years ago
• MathiasGruber / ProofOfConcept_MLOps
  Example MLOps using BentoML & mlFlow
  ☆37Updated 3 years ago
• cosmic-cortex / fastAPI-ML-quickstart
  ☆65Updated 4 years ago
• ds-muzalevskiy / sagemaker-docker-deploy
  ☆18Updated 3 years ago
• khuyentran1401 / prefect-docker
  Demo on how to use Prefect with Docker
  ☆26Updated 2 years ago
• RCdeWit / dtc-workshop
  Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop
  ☆34Updated 11 months ago
• subpath / twitter_sentimet_analysis_microservice
  TwitterAPI + Flask + Nameko + Postgresql + Textblob
  ☆16Updated last year
• better-data-science / Apache-Kafka-in-Python
  Source code for the Apache Kafka in Python video series
  ☆19Updated 2 years ago
• GokuMohandas / feature-store
  Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
  ☆53Updated 2 years ago